RRepoGEO

REPOGEO REPORT · LITE

zukixa/cool-ai-stuff

Default branch main · commit 37a3dd93 · scanned 5/24/2026, 11:58:07 AM

GitHub: 1,198 stars · 100 forks

AI VISIBILITY SCORE
28 /100
Critical
Category recall
0 / 2
Not recommended in any query
Rule findings
1 pass · 1 warn · 0 fail
Objective metadata checks
AI knows your name
2 / 3
Direct prompts that named your repo
HOW TO READ THIS REPORT

Action plan is what to do next — copy-pasteable changes prioritized by impact. Category visibility is the real GEO test: when a user asks an AI a brand-free question that should surface zukixa/cool-ai-stuff, does the AI actually recommend you — or your competitors? Objective checks verify the metadata signals AI engines weight first. Self-mention check detects whether AI even knows you exist by name.

Action plan — copy-paste fixes

3 prioritized changes generated by gemini-2.5-flash. Mark items done after you ship the fix.

OVERALL DIRECTION
  • highreadme#1
    Reposition the README H1 to specify category

    Why:

    CURRENT
    # cool ai stuff !
    COPY-PASTE FIX
    # Awesome List of Free AI APIs & Sites
  • mediumtopics#2
    Update repository topics for clarity and relevance

    Why:

    CURRENT
    ai, awesome-list, chatgpt, chatgpt-api, free-chatgpt-4, free-gpt4, gpt, gpt-4, gpt4-api, lists, piss
    COPY-PASTE FIX
    ai, awesome-list, api-list, free-apis, ai-apis, ai-sites, ai-tools, chatgpt, chatgpt-api, free-chatgpt-4, free-gpt4, gpt, gpt-4, gpt4-api, lists
  • mediumreadme#3
    Clarify README subtitle by removing niche terminology

    Why:

    CURRENT
    **A curated collection of AI APIs and websites offering free usage of AI models under g4f principles**
    COPY-PASTE FIX
    **A curated collection of AI APIs and websites offering free usage of AI models**

Category GEO backends resolved for this scan: google/gemini-2.5-flash, deepseek/deepseek-v4-flash

Category visibility — the real GEO test

Brand-free queries asked to google/gemini-2.5-flash. Did AI recommend you, or someone else?

Same questions for every model — switch tabs to compare answers and rankings.

Recall
0 / 2
0% of queries surface zukixa/cool-ai-stuff
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Microsoft Azure AI
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Microsoft Azure AI · recommended 2×
  2. RapidAPI Hub · recommended 1×
  3. GitHub Repositories · recommended 1×
  4. ProgrammableWeb · recommended 1×
  5. API-FOOTBALL · recommended 1×
  • CATEGORY QUERY
    Where can I find a curated list of free AI APIs for various model access?
    you: not recommended
    AI recommended (in order):
    1. RapidAPI Hub
    2. GitHub Repositories
    3. ProgrammableWeb
    4. API-FOOTBALL
    5. OpenWeatherMap
    6. Hugging Face Hub
    7. Google Cloud AI Platform
    8. Microsoft Azure AI

    AI recommended 8 alternatives but never named zukixa/cool-ai-stuff. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What are some free options for integrating advanced AI chat and image generation features?
    you: not recommended
    AI recommended (in order):
    1. OpenAI API
    2. Hugging Face Transformers
    3. Google AI Studio / Gemini API
    4. Microsoft Azure AI
    5. Replicate
    6. Leonardo.Ai
    7. Stability AI

    AI recommended 7 alternatives but never named zukixa/cool-ai-stuff. This is the gap to close.

    Show full AI answer

Objective checks

Rule-based audits of metadata signals AI engines weight most.

  • Metadata completeness
    warn

    Suggestion:

  • README presence
    pass

Self-mention check

Does AI even know your repo exists when asked about it directly?

  • Compared to common alternatives in this category, what is the core differentiator of zukixa/cool-ai-stuff?
    pass
    AI named zukixa/cool-ai-stuff explicitly

    AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?

  • If a team adopts zukixa/cool-ai-stuff in production, what risks or prerequisites should they evaluate first?
    pass
    AI named zukixa/cool-ai-stuff explicitly

    AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?

  • In one sentence, what problem does the repo zukixa/cool-ai-stuff solve, and who is the primary audience?
    pass
    AI did not name zukixa/cool-ai-stuff — likely talking about a different project

    AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?

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zukixa/cool-ai-stuff — Lite scans stay free; this card itemizes Pro deep limits vs Lite.

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  • Brand-free category queries5 vs 2 in Lite
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